Hankz Hankui Zhuo

Hankz Hankui Zhuo

Sun Yat-Sen University

H-index: 23

Asia-China

About Hankz Hankui Zhuo

Hankz Hankui Zhuo, With an exceptional h-index of 23 and a recent h-index of 19 (since 2020), a distinguished researcher at Sun Yat-Sen University, specializes in the field of Automated Planning, Machine Learning, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

On the Roles of LLMs in Planning: Embedding LLMs into Planning Graphs

Planning with Logical Graph-based Language Model for Instruction Generation

XRoute Environment: A Novel Reinforcement Learning Environment for Routing

DPBERT: Efficient Inference for BERT based on Dynamic Planning

Reinforcement learning with knowledge representation and reasoning: A brief survey

Models as agents: optimizing multi-step predictions of interactive local models in model-based multi-agent reinforcement learning

结构交互驱动的机器人深度强化学习控制方法

Hierarchical Task Network Planning for Facilitating Cooperative Multi-Agent Reinforcement Learning

Hankz Hankui Zhuo Information

University

Position

Faculty@School of Data and Computer Science

Citations(all)

2050

Citations(since 2020)

1411

Cited By

1194

hIndex(all)

23

hIndex(since 2020)

19

i10Index(all)

37

i10Index(since 2020)

32

Email

University Profile Page

Sun Yat-Sen University

Google Scholar

View Google Scholar Profile

Hankz Hankui Zhuo Skills & Research Interests

Automated Planning

Machine Learning

Artificial Intelligence

Top articles of Hankz Hankui Zhuo

Title

Journal

Author(s)

Publication Date

On the Roles of LLMs in Planning: Embedding LLMs into Planning Graphs

arXiv preprint arXiv:2403.00783

Hankz Hankui Zhuo

Xin Chen

Rong Pan

2024/2/18

Planning with Logical Graph-based Language Model for Instruction Generation

arXiv preprint arXiv:2308.13782

Fan Zhang

Kebing Jin

Hankz Hankui Zhuo

2023/8/26

XRoute Environment: A Novel Reinforcement Learning Environment for Routing

arXiv preprint arXiv:2305.13823

Zhanwen Zhou

Hankz Hankui Zhuo

Xiaowu Zhang

Qiyuan Deng

2023/5/23

DPBERT: Efficient Inference for BERT based on Dynamic Planning

arXiv preprint arXiv:2308.00108

Weixin Wu

Hankz Hankui Zhuo

2023/7/26

Reinforcement learning with knowledge representation and reasoning: A brief survey

Chao Yu

Xuejing Zheng

Hankz Hankui Zhuo

Hai Wan

Weilin Luo

2023/4/24

Models as agents: optimizing multi-step predictions of interactive local models in model-based multi-agent reinforcement learning

arXiv preprint arXiv:2303.17984

Zifan Wu

Chao Yu

Chen Chen

Jianye Hao

Hankz Hankui Zhuo

2023/3/31

结构交互驱动的机器人深度强化学习控制方法

软件学报

余超, 董银昭, 郭宪, 冯旸赫, 卓汉逵, 张强

2023/4/4

Hierarchical Task Network Planning for Facilitating Cooperative Multi-Agent Reinforcement Learning

arXiv preprint arXiv:2306.08359

Xuechen Mu

Hankz Hankui Zhuo

Chen Chen

Kai Zhang

Chao Yu

...

2023/6/14

Structure-motivated Interactive Deep Reinforcement Learning for Robotic Control

Journal of Software

余超, 董银昭, 郭宪, 冯旸赫, 卓汉逵, 张强

2023/4/4

Retrosynthetic planning with experience-guided Monte Carlo tree search

Communications Chemistry

Siqi Hong

Hankz Hankui Zhuo

Kebing Jin

Guang Shao

Zhanwen Zhou

2023/6/10

BalMCTS: Balancing Objective Function and Search Nodes in MCTS for Constraint Optimization Problems

arXiv preprint arXiv:2312.15864

Yingkai Xiao

Jingjin Liu

Hankz Hankui Zhuo

2023/12/26

Sequential Condition Evolved Interaction Knowledge Graph for Traditional Chinese Medicine Recommendation

arXiv preprint arXiv:2305.17866

Jingjin Liu

Hankz Hankui Zhuo

Kebing Jin

Jiamin Yuan

Zhimin Yang

...

2023/5/29

Creativity of ai: Automatic symbolic option discovery for facilitating deep reinforcement learning

Proceedings of the AAAI Conference on Artificial Intelligence

Mu Jin

Zhihao Ma

Kebing Jin

Hankz Hankui Zhuo

Chen Chen

...

2022/6/28

Plan to predict: Learning an uncertainty-foreseeing model for model-based reinforcement learning

Advances in Neural Information Processing Systems

Zifan Wu

Chao Yu

Chen Chen

Jianye Hao

Hankz Hankui Zhuo

2022/12/6

Semantic IR fused Heterogeneous Graph Model in Tag-based Video Search

Liming Gao

Dongliang Liao

Gongfu Li

Jin Xu

Hankz Hankui Zhuo

2022/4/25

Lifelong reinforcement learning with temporal logic formulas and reward machines

Knowledge-Based Systems

Xuejing Zheng

Chao Yu

Minjie Zhang

2022/12/5

Text-Based Action-Model Acquisition for Planning

arXiv preprint arXiv:2202.08373

Kebing Jin

Huaixun Chen

Hankz Hankui Zhuo

2022/2/15

Gradient-based mixed planning with symbolic and numeric action parameters

Artificial Intelligence

Kebing Jin

Hankz Hankui Zhuo

Zhanhao Xiao

Hai Wan

Subbarao Kambhampati

2022/12/1

Integrating AI planning with natural language processing: a combination of explicit and tacit knowledge

arXiv preprint arXiv:2202.07138

Kebing Jin

Hankz Hankui Zhuo

2022/2/15

Learning Visual Planning Models from Partially Observed Images

arXiv preprint arXiv:2211.15666

Kebing Jin

Zhanhao Xiao

Hankui Hankz Zhuo

Hai Wan

Jiaran Cai

2022/11/25

See List of Professors in Hankz Hankui Zhuo University(Sun Yat-Sen University)

Co-Authors

H-index: 63
Subbarao Kambhampati

Subbarao Kambhampati

Arizona State University

H-index: 20
Yuheng Hu

Yuheng Hu

University of Illinois at Chicago

H-index: 18
Yu ("Tony") Zhang

Yu ("Tony") Zhang

Arizona State University

academic-engine